Combating Label Distribution Shift for Active Domain Adaptation

13 August 2022

Jungseul Ok

Papers citing "Combating Label Distribution Shift for Active Domain Adaptation"

36 / 36 papers shown

Title
FIFO: Learning Fog-invariant Features for Foggy Scene Segmentation Sohyun Lee Taeyoung Son Suha Kwak 115 73 0 04 Apr 2022
Learning Distinctive Margin toward Active Domain Adaptation Ming-Kun Xie Yuxi Li Yabiao Wang Zekun Luo Zhenye Gan Zhongyi Sun M. Chi Chengjie Wang Pei Wang 56 33 0 11 Mar 2022
Active Learning for Domain Adaptation: An Energy-Based Approach Binhui Xie Longhui Yuan Shuang Li Chi Harold Liu Xinjing Cheng Guoren Wang 60 114 0 02 Dec 2021
Semi-supervised Domain Adaptation via Sample-to-Sample Self-Distillation Jeongbeen Yoon Dahyun Kang Minsu Cho TTA 51 38 0 29 Nov 2021
S $^3$ VAADA: Submodular Subset Selection for Virtual Adversarial Active Domain Adaptation Harsh Rangwani Arihant Jain Sumukh K Aithal R. Venkatesh Babu TTA 75 31 0 18 Sep 2021
Cross-Domain Adaptive Clustering for Semi-Supervised Domain Adaptation Jichang Li Guanbin Li Yemin Shi Yizhou Yu 102 120 0 19 Apr 2021
ECACL: A Holistic Framework for Semi-Supervised Domain Adaptation Kai Li Chang Liu Handong Zhao Yulun Zhang Y. Fu 66 59 0 19 Apr 2021
Discrepancy-Based Active Learning for Domain Adaptation Antoine de Mathelin Francois Deheeger Mathilde Mougeot Nicolas Vayatis 55 24 0 05 Mar 2021
Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings Viraj Prabhu Arjun Chandrasekaran Kate Saenko Judy Hoffman OOD 133 128 0 16 Oct 2020
Deep Co-Training with Task Decomposition for Semi-Supervised Domain Adaptation Luyu Yang Yan Wang M. Gao Abhinav Shrivastava Kilian Q. Weinberger Wei-Lun Chao Ser-Nam Lim OOD 51 75 0 24 Jul 2020
Gradually Vanishing Bridge for Adversarial Domain Adaptation Shuhao Cui Shuhui Wang Junbao Zhuo Chi Su Qingming Huang Q. Tian 118 245 0 30 Mar 2020
Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift Rémi Tachet des Combes Han Zhao Yu Wang Geoffrey J. Gordon OOD AAML VLM 68 188 0 10 Mar 2020
Decoupling Representation and Classifier for Long-Tailed Recognition Bingyi Kang Saining Xie Marcus Rohrbach Zhicheng Yan Albert Gordo Jiashi Feng Yannis Kalantidis OODD 177 1,219 0 21 Oct 2019
Deep Batch Active Learning by Diverse, Uncertain Gradient Lower Bounds Jordan T. Ash Chicheng Zhang A. Krishnamurthy John Langford Alekh Agarwal BDL UQCV 88 773 0 09 Jun 2019
Active Adversarial Domain Adaptation Jong-Chyi Su Yi-Hsuan Tsai Kihyuk Sohn Buyu Liu Subhransu Maji Manmohan Chandraker 57 139 0 16 Apr 2019
Semi-supervised Domain Adaptation via Minimax Entropy Kuniaki Saito Donghyun Kim Stan Sclaroff Trevor Darrell Kate Saenko 72 622 0 13 Apr 2019
A Closer Look at Few-shot Classification Wei-Yu Chen Yen-Cheng Liu Z. Kira Y. Wang Jia-Bin Huang 114 1,767 0 08 Apr 2019
Variational Adversarial Active Learning Samarth Sinha Sayna Ebrahimi Trevor Darrell GAN DRL VLM SSL 119 579 0 31 Mar 2019
Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation Chen-Yu Lee Tanmay Batra M. H. Baig Daniel Ulbricht 135 542 0 10 Mar 2019
Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene Understanding Dengxin Dai Daniel Gehrig Simon Hecker Luc Van Gool 71 140 0 05 Jan 2019
Moment Matching for Multi-Source Domain Adaptation Xingchao Peng Qinxun Bai Xide Xia Zijun Huang Kate Saenko Bo Wang OOD 130 1,801 0 04 Dec 2018
Model Adaptation with Synthetic and Real Data for Semantic Dense Foggy Scene Understanding Daniel Gehrig Dengxin Dai Simon Hecker Luc Van Gool 75 238 0 03 Aug 2018
Dynamic Few-Shot Visual Learning without Forgetting Spyros Gidaris N. Komodakis VLM 59 1,130 0 25 Apr 2018
DeepJDOT: Deep Joint Distribution Optimal Transport for Unsupervised Domain Adaptation B. Damodaran B. Kellenberger Rémi Flamary D. Tuia Nicolas Courty OT OOD 80 466 0 27 Mar 2018
A DIRT-T Approach to Unsupervised Domain Adaptation Rui Shu Hung Bui Hirokazu Narui Stefano Ermon 75 623 0 23 Feb 2018
Semantic Foggy Scene Understanding with Synthetic Data Daniel Gehrig Dengxin Dai Luc Van Gool 96 1,102 0 25 Aug 2017
Deep Hashing Network for Unsupervised Domain Adaptation Hemanth Venkateswara José Eusébio Shayok Chakraborty S. Panchanathan OOD 144 2,047 0 22 Jun 2017
Joint Distribution Optimal Transportation for Domain Adaptation Nicolas Courty Rémi Flamary Amaury Habrard A. Rakotomamonjy OT OOD 88 564 0 24 May 2017
Deep Transfer Learning with Joint Adaptation Networks Mingsheng Long Hanhua Zhu Jianmin Wang Michael I. Jordan TTA 93 2,458 0 21 May 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Simultaneous Deep Transfer Across Domains and Tasks Eric Tzeng Judy Hoffman Trevor Darrell Kate Saenko OOD 80 1,370 0 08 Oct 2015
Optimal Transport for Domain Adaptation Nicolas Courty Rémi Flamary D. Tuia A. Rakotomamonjy OT OOD 145 1,121 0 02 Jul 2015
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 378 9,497 0 28 May 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 463 43,305 0 11 Feb 2015
Learning Transferable Features with Deep Adaptation Networks Mingsheng Long Yue Cao Jianmin Wang Michael I. Jordan OOD 220 5,199 0 10 Feb 2015
Domain-Adversarial Neural Networks Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand OOD GAN DRL 89 309 0 15 Dec 2014